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Runtime error
File size: 493 Bytes
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from fastai.vision.all import *
import gradio as gr
def is_cat(f): return f[0].isupper()
learn = load_learner('model.pkl')
categories = ("Dog", "Cat")
def classify_image(img):
pred, idx, probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.inputs.Image(shape = (192, 192))
label = gr.outputs.Label()
examples = ['dog.jpeg']
intf = gr.Interface(fn = classify_image, inputs = image, outputs = label, examples = examples)
intf.launch(inline = False) |